Daily digest of content that helps AI agents improve their own capabilities. Use when setting up learning routines for AI agents, building self-improving systems, or curating…
Use when the user works with AI-Shifu (AI师傅) courses in any capacity of creating, writing, editing, rewriting, optimizing, reordering, deploying, publishing, previewing, or…
Design a multi-round questioning sequence for interrogating AI chatbot answers, tracking how responses shift and distinguishing genuine updates from sycophantic capitulation.
AI 관련 자료(YouTube URL, 블로그 URL 등)를 받아 내용을 분석하고 정리하여 Obsidian vault에 마크다운 노트로 저장한 뒤 GitHub에 자동으로 푸시하는 스킬.
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Use when a new user arrives and needs assessment. Gathers background, experience level, and learning goals through a warm conversational flow (max 3 questions).
Use whenever you work in the Akashic Aurora repo (E:\AI-Setup) — at session start, after ANY fix that first failed, whenever the user corrects you, and at session end.
Prüft Akteneinsicht in Prüfungsakte und Bewertungsunterlagen im Prüfungsrecht Hochschule.
Prüft Umfang der Akteneinsicht, Bewertungsvermerke, Musterlösung, Protokolle und Kopien im Prüfungsrecht Hochschule.
Produce reviewable verdict/correct order with validation, safety checks, and structured output. Use when a teacher, tutor, or language learner needs this bounded workflow and will…
Navigate through plant intelligence and living forest consciousness. Deploy ONLY when nature consciousness, ecological wisdom, or plant medicine context emerges naturally.
Score composed artifacts against blueprint rubric. Evaluates hook density, singability, rhyme tightness, section completeness, and profanity compliance.
Analyzes recent code changes to extract architectural decisions, lessons, patterns, and surprises, documenting them for future reference. — from AnaCataVC/amiga-ia
Navigate Amsterdam as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.
Produce reviewable analogy set/answers with validation, safety checks, and structured output. Use when a teacher, tutor, or language learner needs this bounded workflow a — from…
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
Prüft Anerkennung und Anrechnung von Prüfungsleistungen im Prüfungsrecht Hochschule.
Supervisoren-Prüfwarteschlange — studentische Arbeitsergebnisse warten hier auf die Supervisoren-Freigabe, bevor sie an Mandanten oder Gerichte gehen.
Comprehensive annual content review — total output, revenue, growth, top performers, lessons learned, and next-year strategy. The year-end report that shows how far you've come.
Prüft Matrikelnummer, Namensoffenlegung, Gleichbehandlung und Korrekturfehler im Prüfungsrecht Hochschule.
Use when a task needs the judgment of a postsecondary Anthropology or Archaeology professor — designing a gen-ed or major-track course, building a tenure or promotion dossier,…
Document technical debt, anti-patterns, and patterns to avoid from analyzed frameworks. Use when (1) creating a "Do Not Repeat" list from framework analysis, (2) categorizing…
Produce reviewable leveled antonym list/examples with validation, safety checks, and structured output.
Prüft Anwesenheitspflichten als Prüfungsvoraussetzung im Prüfungsrecht Hochschule.
Prüft Anwesenheitspflichten, Fehlzeiten, Satzungsgrundlage und Prüfungszulassung im Prüfungsrecht Hochschule.
Design a bounded local eval suite, prompt set, report, or validator plan after selection finds no adequate existing surface, using deterministic checks first and trace or rubric…
Turn raw technical material into a shareable public-safe artifact while keeping the raw source separate, placing the sanitized result in the canonical sharing surface, and…
Route questions about using history as a practical tool for understanding the present and making decisions.
Apprenticeship pedagogy for the trades — how craft is actually taught, which is almost nothing like how classroom subjects are taught.
Karpathy-style consolidation: compila observações brutas em páginas markdown no fim da sessão e registra lessons duráveis.
Generate certification exams for chapters or parts. Extracts concepts first, then generates scenario-based questions. Use "ch X" for chapter, "part X" for part.
Creates comprehensive assessment tools, rubrics, and evaluation materials for student work. Use when the user asks to create rubrics, build assessments, evaluate student learning,…
Formative vs summative, rubric design, authentic assessment, competency-based evaluation, and feedback
Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and equity checks.
Create valid, reliable assessment items across formats (multiple choice, constructed response, performance tasks) following psychometric best practices
Triages an external LLM assessment against the codebase and FOUNDATIONS.md, writes draft specs for accepted proposals, and updates IMPLEMENTATION-ORDER.md.
Update Atlas TX homepage or education-facing web copy while preserving the current visual system, taxonomy language, and validation workflow.
Produce reviewable same/different pair set (no audio today) with validation, safety checks, and structured output.
Student erhaelt Hausarbeit-Aufgabenstellung und will den Sachverhalt strukturiert erfassen. Drei-Lese-Methode zerlegt Sachverhalt in wesentliche Tatsachen Beteiligte Zeitschiene.
Prüft Anerkennung ausländischer Leistungen, Learning Agreement, ECTS und Ablehnung im Prüfungsrecht Hochschule.
Prüft Anerkennung, Einstufung, Schulartwechsel und Leistungsnachweise nach Auslandsaufenthalt im Schulrecht Länder.
Vertiefter Skill fuer Dual Use Forschung Hochschule. Fuehrt durch Intake, Rechtsrahmen, Beleglage, Risikoampel, Dokumentation, Freigabe und naechste Schritte im…
Prüft Autismus-spezifische Nachteilsausgleiche, Rückzugsräume und Schulbegleitung im Schulrecht Länder.
Iterative strategy generation and evaluation system. Use when the user wants to evaluate agent output quality, run improvement loops, queue tasks for background evaluation, check…
Autonomous loop that learns while it runs: recalls stored lessons before each iteration, saves new lessons on failures and wins, and reinforces known lessons instead of repeating…
Design a moment of awe or wonder that hooks curiosity and deepens emotional engagement with content. Use when opening units, introducing surprising material, or reigniting student…
Prüft Abgabefrist, Upload, technische Störung, Posteingang und Formanforderung im Prüfungsrecht Hochschule.
Knowledge comic creator supporting multiple styles (Logicomix/Ligne Claire, Ohmsha manga guide). Creates original educational comics with detailed panel layouts and sequential…
Navigate Barcelona as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, safety, and local insights.
Use when when you have processed metabolomics LC-MS/MS data organized by batch and sample type (including pooled QC replicates), and you need to quantify whether batch-to-batch…
Model organizations as BDI systems with filtered perception, discourse-shaped desires, accommodations, and abstraction-level hierarchy.
Prüft Prüferbefangenheit und Besorgnis der Befangenheit im Prüfungsrecht Hochschule.
Prüft Rolle von Beisitzer, Protokollführung, Beratung und Bewertungsentscheidung im Prüfungsrecht Hochschule.
Design targeted interventions that strengthen belonging and inclusion for specific classroom dynamics.
Beoordelingshandleiding voor Open-ICT studenten. Gebruik bij het beoordelen, evalueren of geven van feedback op vaardigheden en beroepstaken.
Navigate Berlin as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.
Prüft Arbeitgeber, Ausbildung, Studium und Nachweise außerhalb der Bundeswehr im Kriegsdienstverweigerung Wehrdienst.
Prüft Besitzdogmatik als Testfeld für historische Schule, Systemdenken, formale Rationalitaet, Begriffsdeduktion, Professorenrecht und die Grenze zwischen Tradition, Dogm — from…
Prüft Besitzdogmatik als Testfeld für historische Schule, Systemdenken, formale Rationalitaet, Begriffsdeduktion, Professorenrecht und die Grenze zwischen Tradition, Dogm — from…